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FineWeb-EDU Shuffled
Pre-shuffled versions of HuggingFaceFW/fineweb-edu.
Configs
| Config | Shards | ~Rows | Description |
|---|---|---|---|
sample-100BT |
~1800 | ~96M | 100B token sample, shuffled |
sample-350BT |
~1340 | ~335M | 350B token sample, shuffled, deduplicated against val |
val |
~18 | ~4.5M | Validation set (held out from 100BT) |
Usage
from datasets import load_dataset
# Load 100B token training set
ds_100b = load_dataset("SandyResearch/fineweb-edu-shuffled", "sample-100BT", split="train")
# Load 350B token training set
ds_350b = load_dataset("SandyResearch/fineweb-edu-shuffled", "sample-350BT", split="train")
# Load validation set
ds_val = load_dataset("SandyResearch/fineweb-edu-shuffled", "val", split="train")
Format
Each row contains a single text field with the document content.
Each shard is ~250k rows, gzip compressed parquet.
Processing
- 100BT: Shuffled version of fineweb-edu sample-100BT (via karpathy/fineweb-edu-100b-shuffle)
- 350BT: sample-350BT deduplicated against val set by text hash, then shuffled
- val: Held-out shards from 100BT (~1% of data)
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